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In this article, we transfer this research question in the field of lexical encoding of geographic information onto the level of intertextuality. To this end, we explore <jats:italic>Volunteered Geographic Information<\/jats:italic> (VGI) to model texts addressing places at the level of cities or regions with the help of so-called topic networks. This is done to examine how language encodes and networks geographic information on the aboutness level of texts. Our hypothesis is that the networked thematizations of places are similar, regardless of their distances and the underlying communities of authors. To investigate this, we introduce <jats:italic>Multiplex Topic Network<\/jats:italic>s (MTN), which we automatically derive from <jats:italic>Linguistic Multilayer Network<\/jats:italic>s (LMN) as a novel model, especially of thematic networking in text corpora. Our study shows a Zipfian organization of the thematic universe in which geographical places (especially cities) are located in online communication. We interpret this finding in the context of <jats:italic>cognitive maps<\/jats:italic>, a notion which we extend by so-called <jats:italic>thematic maps<\/jats:italic>. According to our interpretation of this finding, the organization of thematic maps as part of cognitive maps results from a tendency of authors to generate shareable content that ensures the continued existence of the underlying media. We test our hypothesis by example of special wikis and extracts of Wikipedia. In this way, we come to the conclusion that geographical places, whether close to each other or not, are located in neighboring semantic places that span similar subnetworks in the topic universe.<\/jats:p>","DOI":"10.1155\/2020\/4607025","type":"journal-article","created":{"date-parts":[[2020,4,27]],"date-time":"2020-04-27T23:34:19Z","timestamp":1588030459000},"page":"1-47","source":"Crossref","is-referenced-by-count":7,"title":["From Topic Networks to Distributed Cognitive Maps: Zipfian Topic Universes in the Area of Volunteered Geographic Information"],"prefix":"10.1155","volume":"2020","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2567-7539","authenticated-orcid":true,"given":"Alexander","family":"Mehler","sequence":"first","affiliation":[{"name":"Goethe-University Frankfurt, Frankfurt, Germany"}]},{"given":"R\u00fcdiger","family":"Gleim","sequence":"additional","affiliation":[{"name":"Goethe-University Frankfurt, Frankfurt, Germany"}]},{"given":"Regina","family":"Gaitsch","sequence":"additional","affiliation":[{"name":"Justus Liebig University Giessen, Giessen, Germany"}]},{"given":"Wahed","family":"Hemati","sequence":"additional","affiliation":[{"name":"Goethe-University Frankfurt, Frankfurt, Germany"}]},{"given":"Tolga","family":"Uslu","sequence":"additional","affiliation":[{"name":"Goethe-University Frankfurt, Frankfurt, Germany"}]}],"member":"311","reference":[{"key":"1","doi-asserted-by":"publisher","DOI":"10.1080\/13658816.2014.977905"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1080\/13691180701750991"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.3390\/ijgi7060221"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1007\/s10708-007-9111-y"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1016\/j.spasta.2012.03.002"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1080\/13658816.2011.629618"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1016\/j.compenvurbsys.2007.12.001"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1016\/j.compenvurbsys.2015.09.011"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1177\/0265813515603868"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.1080\/00045608.2014.910087"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.1080\/13658816.2012.743664"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0152932"},{"first-page":"36","volume-title":"Are places concepts? familarity and expertise effects in neighborhood cognition","year":"2009","key":"14"},{"key":"15","first-page":"1","volume":"40","year":"2018","journal-title":"Glottometrics"},{"key":"16","doi-asserted-by":"publisher","DOI":"10.1111\/j.1551-6709.2008.01003.x"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1037\/\/0033-295x.100.2.254"},{"year":"2016","key":"18"},{"year":"2014","key":"19"},{"year":"1992","key":"20"},{"first-page":"29","volume-title":"The paragraph\u2014A central unit of the thematic and compositional build-up of texts","year":"1995","key":"21"},{"key":"22","first-page":"344","volume-title":"Thema, themenentfaltung, makrostruktur","volume":"1","year":"2000"},{"key":"23","first-page":"993","volume":"3","year":"2003","journal-title":"Journal of Machine Learning Research"},{"first-page":"320","volume-title":"Reading geography between the lines: extracting local place knowledge from text","year":"2013","key":"24"},{"first-page":"347","volume-title":"Semiotic cognitive information processing: learning to understand discourse. 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